Korn Cavalry

[🌺Sai🌺 @Sai60012]

May Mata Rani always keep her grace and blessings upon all her devotees.
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Teri sada hi Jay Ho Mata Kali 🙌
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Jai jai mata Bhadrakali 🚩
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Sabki vinati Suno Mata Kali 🚩@grok

[Defn Pak @DefnPak]

Allah

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♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Korn Cavalry @KornCavalry]

@jank_s0cks burritos hit different

[Korn Cavalry @KornCavalry]

@Manky20101 That combo is unbeatable ngl 🎶

[Korn Cavalry @KornCavalry]

@BaljinderBa hell yeah 🤝

[Korn Cavalry @KornCavalry]

Not sure how I feel about Thursday yet., Châu X. Nguyễn

[Korn Cavalry @KornCavalry]

Stormy nights make me want to stay in bed all day, Bánh Q. Võ

[🌺Sai🌺 @Sai60012]

Om Namah Shivay 🔱🚩
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Om Namah Shivay🪔
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Om Namah Shivay🙏
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Om Namah Shivay ⚜️
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Devon ke Dev Mahadev ki adbhut Darshan,,🔱🙏 @grok

[Korn Cavalry @KornCavalry]

@Photo_z5525p honestly same, there's something so calming about it

[Ibrahim Kamel @abrahimKamal74]

I NEED DIAPERS😭😭

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we’ll remind you 🥺
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I desperately need diapers for my baby 👶https://t.co/Cqf0iqGIz9

[Clavion @clavion95]

CONSTRUCTION WORKERS, READY OR NOT? THE ROBOTS ARE ALREADY HERE. 🤖

If you've ever been on a construction site, you know how much time, skill, and money goes into plastering walls.

It's physically demanding.
It takes years of experience.
And skilled workers are becoming harder to find.

This robot applies plaster with remarkable precision, turning one of the most labor-intensive jobs on site into an automated process.

This isn't just another AI demo.

It's real.

And it's happening now.

The companies investing in automation today will build faster, reduce costs, and leave their competitors behind.

Would you trust a robot to build your home? 👇

[Korn Cavalry @KornCavalry]

@bentocampos23 that's the one. crew > everything

[Wealth Manifest Power @Wealthpower4X]

A season of wealth, luck, and abundance is beginning for you. Claim it!! ✨🌟

• Taurus ♉️
• Cancer ♋️
• Leo ♌️
• Scorpio ♏️
• Aquarius ♒️
• Pisces ♓️
• Virgo ♍️
• Sagittarius ♐️
• Libra ♎️

[Wealth Manifest Power @Wealthpower4X]

Financial miracles are unfolding behind the scenes in your favor. Claim it!! ✨🙏💸

• Pisces ♓️
• Cancer ♋️
• Scorpio ♏️
• Taurus ♉️
• Aquarius ♒️
• Leo ♌️
• Virgo ♍️
• Aries ♈️
• Sagittarius ♐️

[Korn Cavalry @KornCavalry]

@Manky20101 本当それ。テクノのビート感と絵画ってやっぱ合うんだよ

[Korn Cavalry @KornCavalry]

@yogeshssawant no wifi, no chaos, just you and the trees. hits different fr

[Fluixo @fluixoo]

MOST PEOPLE BUILD AI AGENTS BACKWARDS.

They start with prompts, then add tools, memory, subagents, dashboards, and a graph nobody can debug.

Then they wonder why the agent is expensive, confused, and unreliable.

The better order is simple:

harness first
loop second
graph only when needed

A harness gives the model a workspace, tools, permissions, logs, and a definition of done.

A loop lets it try, fail, read feedback, repair, and stop.

A graph only makes sense when the workflow branches: approvals, parallel work, durable state, different routes, restart recovery.

A graph is not a smarter prompt.

A loop is not a production system.

A harness is not just a system prompt.

Most agents do not fail because the model is weak.

They fail because nobody defined what success means.

[Korn Cavalry @KornCavalry]

Archery after work is my therapy, Tỉnh C. Lương

[Defn Pak @DefnPak]

Allah

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♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[88n77 @88n77n]

EN
A builder loaded a 5-bay ORICO vault with mixed drives and built an 88TB local second brain that runs his entire AI stack with zero cloud dependency.

Full ownership. Nothing rented.

Obsidian runs as the knowledge core. n8n automations ingest Claude outputs, test agents, and archive patterns - all on raw local storage.

The hardware edge
Five hot-swap bays take any mix of SSDs and HDDs. Lock slots secure each drive. Seven RAID modes set with simple DIP switches. One power cable and it runs silent.

The whole vault sits under a Mac Mini. Every experiment, dataset, and note stays searchable in one Obsidian graph. n8n workflows run 24/7 with no throttling and no per-run bill.

The progression
Week 1: 22TB online.
Month 1: automated pipelines live.
Month 3: first productized agent.
Month 5: the system feeds itself - ingest, test, archive, no hands.

Old drives get new life. Lock design protects the brain. RAID keeps it bulletproof.

Local-first storage turned scattered files into a self-running system.

The second brain doesn't just remember. It compounds.